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1.
Ann Oncol ; 29(2): 352-360, 2018 02 01.
Article in English | MEDLINE | ID: mdl-29069303

ABSTRACT

Background: Genomic aberrations have been identified in metastatic castration-resistant prostate cancer (mCRPC), but molecular predictors of resistance to abiraterone acetate/prednisone (AA/P) treatment are not known. Patients and methods: In a prospective clinical trial, mCRPC patients underwent whole-exome sequencing (n = 82) and RNA sequencing (n = 75) of metastatic biopsies before initiating AA/P with the objective of identifying genomic alterations associated with resistance to AA/P. Primary resistance was determined at 12 weeks of treatment using criteria for progression that included serum prostate-specific antigen measurement, bone and computerized tomography imaging and symptom assessments. Acquired resistance was determined using the end point of time to treatment change (TTTC), defined as time from enrollment until change in treatment from progressive disease. Associations of genomic and transcriptomic alterations with primary resistance were determined using logistic regression, Fisher's exact test, single and multivariate analyses. Cox regression models were utilized for determining association of genomic and transcriptomic alterations with TTTC. Results: At 12 weeks, 32 patients in the cohort had progressed (nonresponders). Median study follow-up was 32.1 months by which time 58 patients had switched treatments due to progression. Median TTTC was 10.1 months (interquartile range: 4.4-24.1). Genes in the Wnt/ß-catenin pathway were more frequently mutated and negative regulators of Wnt/ß-catenin signaling were more frequently deleted or displayed reduced mRNA expression in nonresponders. Additionally, mRNA expression of cell cycle regulatory genes was increased in nonresponders. In multivariate models, increased cell cycle proliferation scores (≥ 50) were associated with shorter TTTC (hazard ratio = 2.11, 95% confidence interval: 1.17-3.80; P = 0.01). Conclusions: Wnt/ß-catenin pathway activation and increased cell cycle progression scores can serve as molecular markers for predicting resistance to AA/P therapy.


Subject(s)
Abiraterone Acetate/administration & dosage , Drug Resistance, Neoplasm/genetics , Prednisone/administration & dosage , Prostatic Neoplasms, Castration-Resistant/genetics , Wnt Signaling Pathway/genetics , Aged , Antineoplastic Combined Chemotherapy Protocols/therapeutic use , Cell Cycle , Cell Proliferation , Genome-Wide Association Study , Humans , Male , Middle Aged , Neoplasm Metastasis/drug therapy , Neoplasm Metastasis/genetics , Prospective Studies , Prostatic Neoplasms, Castration-Resistant/drug therapy
2.
Transl Psychiatry ; 2: e101, 2012 Apr 17.
Article in English | MEDLINE | ID: mdl-22832901

ABSTRACT

Early-onset major depressive disorder (MDD) is a serious and prevalent psychiatric illness in adolescents and young adults. Current treatments are not optimally effective. Biological markers of early-onset MDD could increase diagnostic specificity, but no such biomarker exists. Our innovative approach to biomarker discovery for early-onset MDD combined results from genome-wide transcriptomic profiles in the blood of two animal models of depression, representing the genetic and the environmental, stress-related, etiology of MDD. We carried out unbiased analyses of this combined set of 26 candidate blood transcriptomic markers in a sample of 15-19-year-old subjects with MDD (N=14) and subjects with no disorder (ND, N=14). A panel of 11 blood markers differentiated participants with early-onset MDD from the ND group. Additionally, a separate but partially overlapping panel of 18 transcripts distinguished subjects with MDD with or without comorbid anxiety. Four transcripts, discovered from the chronic stress animal model, correlated with maltreatment scores in youths. These pilot data suggest that our approach can lead to clinically valid diagnostic panels of blood transcripts for early-onset MDD, which could reduce diagnostic heterogeneity in this population and has the potential to advance individualized treatment strategies.


Subject(s)
Depressive Disorder, Major/genetics , Disease Models, Animal , Gene Expression Profiling , Genetic Markers/genetics , Adolescent , Age of Onset , Animals , Anxiety Disorders/diagnosis , Anxiety Disorders/genetics , Anxiety Disorders/psychology , Child Abuse/psychology , Comorbidity , Depressive Disorder, Major/blood , Depressive Disorder, Major/diagnosis , Depressive Disorder, Major/psychology , Female , Genetic Association Studies , Humans , Male , Motor Activity , Pilot Projects , Rats , Rats, Inbred BN , Rats, Inbred F344 , Rats, Inbred WKY , Species Specificity , Statistics, Nonparametric , Stress, Psychological/blood , Stress, Psychological/genetics , Young Adult
3.
Mol Psychiatry ; 17(1): 49-61, 2012 Jan.
Article in English | MEDLINE | ID: mdl-21079605

ABSTRACT

The etiology of depression is still poorly understood, but two major causative hypotheses have been put forth: the monoamine deficiency and the stress hypotheses of depression. We evaluate these hypotheses using animal models of endogenous depression and chronic stress. The endogenously depressed rat and its control strain were developed by bidirectional selective breeding from the Wistar-Kyoto (WKY) rat, an accepted model of major depressive disorder (MDD). The WKY More Immobile (WMI) substrain shows high immobility/despair-like behavior in the forced swim test (FST), while the control substrain, WKY Less Immobile (WLI), shows no depressive behavior in the FST. Chronic stress responses were investigated by using Brown Norway, Fischer 344, Lewis and WKY, genetically and behaviorally distinct strains of rats. Animals were either not stressed (NS) or exposed to chronic restraint stress (CRS). Genome-wide microarray analyses identified differentially expressed genes in hippocampi and amygdalae of the endogenous depression and the chronic stress models. No significant difference was observed in the expression of monoaminergic transmission-related genes in either model. Furthermore, very few genes showed overlapping changes in the WMI vs WLI and CRS vs NS comparisons, strongly suggesting divergence between endogenous depressive behavior- and chronic stress-related molecular mechanisms. Taken together, these results posit that although chronic stress may induce depressive behavior, its molecular underpinnings differ from those of endogenous depression in animals and possibly in humans, suggesting the need for different treatments. The identification of novel endogenous depression-related and chronic stress response genes suggests that unexplored molecular mechanisms could be targeted for the development of novel therapeutic agents.


Subject(s)
Amygdala/physiopathology , Depressive Disorder/pathology , Gene Expression Regulation/physiology , Hippocampus/physiopathology , Stress, Psychological/pathology , Adrenal Cortex Hormones/blood , Adrenal Glands/pathology , Animals , Body Weight , Depressive Disorder/blood , Depressive Disorder/genetics , Disease Models, Animal , Freezing Reaction, Cataleptic/physiology , Gene Expression Profiling , Male , Oligonucleotide Array Sequence Analysis , Organ Size , Radioimmunoassay , Rats , Rats, Inbred F344 , Rats, Inbred WKY , Stress, Psychological/blood , Swimming/psychology
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